{"id":"W2001108505","doi":"10.1002/tl.137","title":"Technology in support of faculty learning communities","year":2004,"lang":"en","type":"article","venue":"New Directions for Teaching and Learning","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal College of Physicians and Surgeons of Canada; Mount Royal University","funders":"","keywords":"Reflection (computer programming); Faculty development; Technology integration; Educational technology; Sociology; Pedagogy; Mathematics education; Community of practice; Critical reflection; Higher education; Psychology; Engineering ethics; Computer science; Professional development; Engineering; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004235546,0.0002518499,0.0002664842,0.001582792,0.002826513,0.005798674,0.001261627,0.00134672,0.01001317],"category_scores_gemma":[0.02008685,0.0001560451,0.0003560647,0.0009463722,0.001867009,0.006214519,0.006297802,0.001068101,0.00132335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001066129,"about_ca_system_score_gemma":0.002470889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005078164,"about_ca_topic_score_gemma":0.0005872247,"domain_scores_codex":[0.9938576,0.004439381,0.0001706468,0.0002582511,0.0008495689,0.0004246556],"domain_scores_gemma":[0.9790767,0.01556745,0.0008610711,0.001268055,0.001084889,0.002141738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002470335,0.001618108,0.00687499,0.0007176952,0.00003910667,0.001237508,0.04900425,0.003057942,0.008408827,0.1480187,0.01471997,0.7660558],"study_design_scores_gemma":[0.0005757691,0.002024862,0.01010988,0.001951185,0.0001133528,0.002361632,0.06837515,0.0228351,0.01975517,0.2212554,0.6504982,0.0001442943],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4991808,0.004112181,0.1083129,0.01716635,0.0008454136,0.0006058689,0.00008198449,0.001661083,0.3680334],"genre_scores_gemma":[0.9662099,0.001143862,0.0194779,0.000308918,0.0001891994,0.0002202707,0.00003475275,0.00006556283,0.01234963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01001317,"threshold_uncertainty_score":0.03349739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02666099711286976,"score_gpt":0.3486158409823416,"score_spread":0.3219548438694718,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}